4 papers
SAM3-Assisted Training of Lightweight YOLO Models for Precision Pig Farming
Marcos Vinicius Mendes Faria, Thiago Borges Pereira, Isabella C. F. S. Condotta +2
Deep learning-based object detection has revolutionized Precision Livestock Farming (PLF), yet a critical barrier remains: high-performance Foundation Models (such as SAM 3) are to…
Brazilian Portuguese Image Captioning with Transformers: A Study on Cross-Native-Translated Dataset
Gabriel Bromonschenkel, Alessandro L. Koerich, Thiago M. Paixão +1
Image captioning (IC) refers to the automatic generation of natural language descriptions for images, with applications ranging from social media content generation to assisting in…
Proper Body Landmark Subset Enables More Accurate and 5X Faster Recognition of Isolated Signs in LIBRAS
Daniele L. V. dos Santos, Thiago B. Pereira, Carlos Eduardo G. R. Alves +3
This paper examines the feasibility of utilizing lightweight body landmark detection for recognizing isolated signs in Brazilian Sign Language (LIBRAS). Although the use of skeleto…
Enhancing Brazilian Sign Language Recognition through Skeleton Image Representation
Carlos Eduardo G. R. Alves, Francisco de Assis Boldt, Thiago M. Paixão
Effective communication is paramount for the inclusion of deaf individuals in society. However, persistent communication barriers due to limited Sign Language (SL) knowledge hinder…